Elena Celledoni

Orcid: 0000-0002-2863-2603

According to our database1, Elena Celledoni authored at least 46 papers between 2000 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Dynamical Systems-Based Neural Networks.
SIAM J. Sci. Comput., June, 2023

Using aromas to search for preserved measures and integrals in Kahan's method.
Math. Comput., 2023

Learning Hamiltonians of constrained mechanical systems.
J. Comput. Appl. Math., 2023

Numerical solution of differential and differential-algebraic equations. Selected papers from NUMDIFF-16.
J. Comput. Appl. Math., 2023

Neural networks for the approximation of Euler's elastica.
CoRR, 2023

B-stability of numerical integrators on Riemannian manifolds.
CoRR, 2023

Designing Stable Neural Networks using Convex Analysis and ODEs.
CoRR, 2023

Learning Dynamical Systems from Noisy Data with Inverse-Explicit Integrators.
CoRR, 2023

Predictions Based on Pixel Data: Insights from PDEs and Finite Differences.
CoRR, 2023

2022
Computational geometric methods for preferential clustering of particle suspensions.
J. Comput. Phys., 2022

Lie group integrators for mechanical systems.
Int. J. Comput. Math., 2022

Deep learning of diffeomorphisms for optimal reparametrizations of shapes.
CoRR, 2022

2021
Discrete conservation laws for finite element discretisations of multisymplectic PDEs.
J. Comput. Phys., 2021

Numerical Solution of Differential and Differential-Algebraic Equations. Selected Papers from NUMDIFF-15.
J. Comput. Appl. Math., 2021

Dynamics of the N-fold Pendulum in the framework of Lie Group Integrators.
CoRR, 2021

Equivariant neural networks for inverse problems.
CoRR, 2021

2020
Energy-preserving methods on Riemannian manifolds.
Math. Comput., 2020

An integral model based on slender body theory, with applications to curved rigid fibers.
CoRR, 2020

Structure preserving deep learning.
CoRR, 2020

2019
A novel approach to rigid spheroid models in viscous flows using operator splitting methods.
Numer. Algorithms, 2019

Krylov projection methods for linear Hamiltonian systems.
Numer. Algorithms, 2019

Energy-Preserving Integrators Applied to Nonholonomic Systems.
J. Nonlinear Sci., 2019

Computational methods for tracking inertial particles in discrete incompressible flows.
CoRR, 2019

Deep learning as optimal control problems: models and numerical methods.
CoRR, 2019

Signatures in Shape Analysis: An Efficient Approach to Motion Identification.
Proceedings of the Geometric Science of Information - 4th International Conference, 2019

Predicting Bending Moments with Machine Learning.
Proceedings of the Geometric Science of Information - 4th International Conference, 2019

2018
Dissipative Numerical Schemes on Riemannian Manifolds with Applications to Gradient Flows.
SIAM J. Sci. Comput., 2018

2017
The averaged Lagrangian method.
J. Comput. Appl. Math., 2017

Shape Analysis on Lie Groups and Homogeneous Spaces.
Proceedings of the Geometric Science of Information - Third International Conference, 2017

2016
High Order Semi-Lagrangian Methods for the Incompressible Navier-Stokes Equations.
J. Sci. Comput., 2016

2015
Shape Analysis on Lie Groups with Applications in Computer Animation.
CoRR, 2015

2014
The minimal stage, energy preserving Runge-Kutta method for polynomial Hamiltonian systems is the averaged vector field method.
Math. Comput., 2014

An introduction to Lie group integrators - basics, new developments and applications.
J. Comput. Phys., 2014

2012
Preserving energy resp. dissipation in numerical PDEs using the "Average Vector Field" method.
J. Comput. Phys., 2012

2011
Semi-Lagrangian multistep exponential integrators for index 2 differential-algebraic systems.
J. Comput. Phys., 2011

2010
Algorithm 903: FRB-Fortran routines for the exact computation of free rigid body motions.
ACM Trans. Math. Softw., 2010

Energy-Preserving Integrators and the Structure of B-series.
Found. Comput. Math., 2010

2009
Semi-Lagrangian Runge-Kutta Exponential Integrators for Convection Dominated Problems.
J. Sci. Comput., 2009

2008
The Exact Computation of the Free Rigid Body Motion and Its Use in Splitting Methods.
SIAM J. Sci. Comput., 2008

Descent methods for optimization on homogeneous manifolds.
Math. Comput. Simul., 2008

Symmetric Exponential Integrators with an Application to the Cubic Schrödinger Equation.
Found. Comput. Math., 2008

2003
On the Implementation of Lie Group Methods on the Stiefel Manifold.
Numer. Algorithms, 2003

Commutator-free Lie group methods.
Future Gener. Comput. Syst., 2003

2002
A Class of Intrinsic Schemes for Orthogonal Integration.
SIAM J. Numer. Anal., 2002

Complexity Theory for Lie-Group Solvers.
J. Complex., 2002

2000
Approximating the exponential from a Lie algebra to a Lie group.
Math. Comput., 2000


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